Ming-UniAudio: A Revolutionary Framework Unifying Speech Understanding, Generation, and Editing

1 months ago 高效码农

Introduction Core question this article addresses: How can we build a single model capable of simultaneously handling speech understanding, generation, and editing tasks? Ming-UniAudio achieves this breakthrough through its innovative unified continuous speech tokenizer and end-to-end speech language model, pioneering timestamp-free free-form speech editing that transforms the speech processing landscape. In artificial intelligence, speech processing has long faced fragmentation between understanding, generation, and editing tasks. Traditional approaches either separated speech representations for different tasks or used discrete representations that lost speech details. Ming-UniAudio emerges as the first framework unifying speech understanding, generation, and editing through its core unified continuous speech …

Claude for Excel Is Revolutionizing Financial Analysis with Real-Time AI

1 months ago 高效码农

How Claude Is Rewiring Financial Analysis: From Excel Plug-ins to the Real-Time Data Revolution This analysis is based on public technical documentation and industry data. Some forward-looking statements reflect reasoned speculation about the pace and impact of AI in finance and are clearly marked as such. 1. It Starts with a Spreadsheet: Claude’s Ambition to Become Finance’s “Operating System” In October 2025, Anthropic announced a pivotal upgrade to its Claude for Financial Services suite—the beta release of Claude for Excel. This isn’t just a chatbot embedded in a spreadsheet; it’s a fundamental re-architecting of financial workflows. Imagine an analyst typing …